Architecture
I design systems that hold up: clear boundaries, sound trade-offs, and a path from legacy monolith to scalable services — without big-bang risk.
Learn more →Independent consultant · Architecture, cloud & AI
Architecture, cloud and AI — from strategy to production-grade code.
20+ years building systems that have to hold up in production — across aviation, finance, grocery, energy and the public sector. Now I help those same organizations put AI to work where it genuinely adds value, not just where it makes headlines.
20+ years as developer & architect
GCP · Azure cloud platforms
Aviation · energy · grocery · public · finance · media industries I've delivered in
Architecture → production end to end
Three areas, one thread
From strategy to running code — across architecture, cloud and AI.
Cloud
Cloud-native development on GCP and Azure. Infrastructure as code, sensible operations, and deploys measured in minutes rather than hours.
Learn more →AI
AI into systems that already run the business — not a side project. I work hands-on with context engineering and agent workflows: giving the models the right context so they deliver real value and hold up in production. That takes someone who understands both the AI and the systems it has to live in.
Learn more →How I work
A short path from understanding the problem to code that runs.
- 01
Understand
Map the real problem, the constraints, and what success looks like.
- 02
Architect
Design the system and the trade-offs, then de-risk the path there.
- 03
Deliver
Build it — production-grade, observable, and simple enough to trust.
Selected work
Real results, in focus.
Pension modernization (SPK)
Modernizing pension solutions into microservices.
Legacy monolith → scalable services
AI: automated test generation
MVP for generating tests with AI.
Faster, more reliable test coverage
Tech Stack
A pragmatic, hands-on stack.
- Kotlin
- Java
- TypeScript
- GCP
- Azure
- Kubernetes
- Terraform
- Astro
- AI / LLM
Behind Intello
Behind Intello is Finn-Robert Kristensen.
On finnrobert.no I write about AI and context engineering in practice — real setups, no hype. What I explore and share there is the same craft I bring into client work here.
Read my writing →From the blog
Latest from finnrobert.no
Practical writing on AI and context engineering — from the person behind Intello.
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Hva er context engineering, forklart enkelt
Forskjellen på en KI som imponerer i en demo og en som holder i reelt arbeid ligger sjelden i modellen — den ligger i konteksten du gir den.
Read the post → -
Slik har jeg satt opp en personlig KI-kunnskapsbase med agenter
Et ekte oppsett: en tekstbasert kunnskapsbase der spesialiserte KI-agenter hjelper meg på ulike livsområder — og det jeg har lært om å få dem til å bli faktisk nyttige.
Read the post → -
Senior utvikler i 2026: slik jobber jeg med KI
Rollen min har endret seg det siste året — ikke fordi KI tar over, men fordi den flytter tyngdepunktet i hva jeg faktisk bruker tiden på. Her er hva som ble viktigere, hva som ble mindre viktig, og hvordan arbeidsdagen ser ut nå.
Read the post →
Got a system too important to guess at?
Let's talk about the architecture before the code is written.
Get in touch